🤖⚔️🤖 Throw Down
Manus ad Manum
Two operators. One cascade layer. Υ Yield, SNR, Leverage, Velocity, 10xDEV & blended cost — the data tells you not just who's ahead, but where and why.
Operator A
vsOperator B
Luke Mao [SSW]ARCH+ · #29235Υ Yield◆ Leads 6–4
- Υ Yield · leads 96× · 35
- Cost · cost leader · $0.46/1M
- Leverage · deep reuse · 94×
- Efficacy · strong · 24.05
- Scale · heavyweight · 4288497.7K tok
VS6–4
The FieldIGNITER · #12210.37Υ Yield
- Υ Yield · trails · 0
- Scale · heavyweight · 651074953.4K tok
- Regime · transient
- Leverage · light reuse · 1×
Raw shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shape↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
Luke Mao [SSW]DataThe Field
Raw
44.1MInput258885.9M
16.5MOutput79899.5M
4135.1MCache-read306174.3M
92.8MCache-write6115.2M
4288.5MTotal651075.0M
$0.46Cost$3.21
Metrics
35Υ Yield0
27.2%SNR23.6%
94×Leverage1×
0.37Velocity0.31
1.9710xDEV0.07
$0.46Cost per 1M$3.21
24.05Efficiency0.38
94:1:0.37Op Ratio1:1:0.31
4288.5MTotal651075.0M